Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	792
Missing cells	6
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	142.4 KiB
Average record size in memory	184.2 B

Variable types

Numeric	21
Categorical	2

Alerts

`Año` is highly overall correlated with `Mbps (Media de bajada)` and 2 other fields	High correlation
`Accesos por cada 100 hogares` is highly overall correlated with `Banda ancha fija` and 9 other fields	High correlation
`Banda ancha fija` is highly overall correlated with `Accesos por cada 100 hogares` and 14 other fields	High correlation
`Dial up` is highly overall correlated with `Entre 1 Mbps y 6 Mbps`	High correlation
`Total_BA_P` is highly overall correlated with `Accesos por cada 100 hogares` and 13 other fields	High correlation
`ADSL` is highly overall correlated with `Banda ancha fija` and 6 other fields	High correlation
`Cablemodem` is highly overall correlated with `Accesos por cada 100 hogares` and 12 other fields	High correlation
`Fibra óptica` is highly overall correlated with `Accesos por cada 100 hogares` and 11 other fields	High correlation
`Wireless` is highly overall correlated with `Accesos por cada 100 hogares` and 8 other fields	High correlation
`Otros_tecno_P` is highly overall correlated with `Accesos por cada 100 hogares` and 7 other fields	High correlation
`Total_tecno_P` is highly overall correlated with `Accesos por cada 100 hogares` and 13 other fields	High correlation
`Mbps (Media de bajada)` is highly overall correlated with `Año` and 5 other fields	High correlation
`Entre 1 Mbps y 6 Mbps` is highly overall correlated with `Banda ancha fija` and 8 other fields	High correlation
`Entre 6 Mbps y 10 Mbps` is highly overall correlated with `Banda ancha fija` and 7 other fields	High correlation
`Entre 10 Mbps y 20 Mbps` is highly overall correlated with `Banda ancha fija` and 4 other fields	High correlation
`Más de 30 Mbps` is highly overall correlated with `Año` and 11 other fields	High correlation
`Otros_velo_rango_P` is highly overall correlated with `Año` and 2 other fields	High correlation
`Total_velo_rango_P` is highly overall correlated with `Accesos por cada 100 hogares` and 13 other fields	High correlation
`Provincia` is highly overall correlated with `Accesos por cada 100 hogares` and 4 other fields	High correlation
`Provincia` is uniformly distributed	Uniform
`Dial up` has 59 (7.4%) zeros	Zeros
`Cablemodem` has 14 (1.8%) zeros	Zeros
`Fibra óptica` has 9 (1.1%) zeros	Zeros
`Wireless` has 38 (4.8%) zeros	Zeros
`Entre 512 Kbps y 1 Mbps` has 50 (6.3%) zeros	Zeros
`Entre 6 Mbps y 10 Mbps` has 38 (4.8%) zeros	Zeros
`Entre 10 Mbps y 20 Mbps` has 71 (9.0%) zeros	Zeros
`Entre 20 Mbps y 30 Mbps` has 104 (13.1%) zeros	Zeros
`Más de 30 Mbps` has 112 (14.1%) zeros	Zeros
`Otros_velo_rango_P` has 449 (56.7%) zeros	Zeros

Reproduction

Analysis started	2023-07-17 16:54:06.260881
Analysis finished	2023-07-17 16:55:29.332429
Duration	1 minute and 23.07 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Año
Real number (ℝ)

Distinct	9
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.6364

Minimum	2014
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	2014
5-th percentile	2014
Q1	2016
median	2018
Q3	2020
95-th percentile	2021
Maximum	2022
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.3860299
Coefficient of variation (CV)	0.0011825867
Kurtosis	-1.1859202
Mean	2017.6364
Median Absolute Deviation (MAD)	2
Skewness	0.031978903
Sum	1597968
Variance	5.6931387
Monotonicity	Decreasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2021	96	12.1%
2020	96	12.1%
2019	96	12.1%
2018	96	12.1%
2017	96	12.1%
2016	96	12.1%
2015	96	12.1%
2014	96	12.1%
2022	24	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	96	12.1%
2015	96	12.1%
2016	96	12.1%
2017	96	12.1%
2018	96	12.1%
2019	96	12.1%
2020	96	12.1%
2021	96	12.1%
2022	24	3.0%

Value	Count	Frequency (%)
2022	24	3.0%
2021	96	12.1%
2020	96	12.1%
2019	96	12.1%
2018	96	12.1%
2017	96	12.1%
2016	96	12.1%
2015	96	12.1%
2014	96	12.1%

Trimestre
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

1	216
4	192
3	192
2	192

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	792
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Most occurring characters

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	792	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	792	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	792	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	216	27.3%
4	192	24.2%
3	192	24.2%
2	192	24.2%

Provincia
Categorical

HIGH CORRELATION UNIFORM

Distinct	24
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

Buenos Aires	33
Capital Federal	33
Tierra Del Fuego	33
Santiago Del Estero	33
Santa Fe	33
Other values (19)	627

Length

Max length	19
Median length	15
Mean length	8.9166667
Min length	5

Characters and Unicode

Total characters	7062
Distinct characters	40
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Buenos Aires
2nd row	Capital Federal
3rd row	Catamarca
4th row	Chaco
5th row	Chubut

Common Values

Value	Count	Frequency (%)
Buenos Aires	33	4.2%
Capital Federal	33	4.2%
Tierra Del Fuego	33	4.2%
Santiago Del Estero	33	4.2%
Santa Fe	33	4.2%
Santa Cruz	33	4.2%
San Luis	33	4.2%
San Juan	33	4.2%
Salta	33	4.2%
Río Negro	33	4.2%
Other values (14)	462	58.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
santa	66	5.3%
la	66	5.3%
del	66	5.3%
san	66	5.3%
entre	33	2.6%
rioja	33	2.6%
pampa	33	2.6%
jujuy	33	2.6%
formosa	33	2.6%
buenos	33	2.6%
Other values (24)	792	63.2%

Most occurring characters

Value	Count	Frequency (%)
a	924	13.1%
e	561	7.9%
o	495	7.0%
	462	6.5%
n	429	6.1%
u	429	6.1%
r	429	6.1%
t	330	4.7%
s	297	4.2%
i	297	4.2%
Other values (30)	2409	34.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5346	75.7%
Uppercase Letter	1254	17.8%
Space Separator	462	6.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	924	17.3%
e	561	10.5%
o	495	9.3%
n	429	8.0%
u	429	8.0%
r	429	8.0%
t	330	6.2%
s	297	5.6%
i	297	5.6%
l	165	3.1%
Other values (15)	990	18.5%

Uppercase Letter

Value	Count	Frequency (%)
C	231	18.4%
S	198	15.8%
F	132	10.5%
L	99	7.9%
R	99	7.9%
N	66	5.3%
M	66	5.3%
J	66	5.3%
E	66	5.3%
D	66	5.3%
Other values (4)	165	13.2%

Space Separator

Value	Count	Frequency (%)
	462	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6600	93.5%
Common	462	6.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	924	14.0%
e	561	8.5%
o	495	7.5%
n	429	6.5%
u	429	6.5%
r	429	6.5%
t	330	5.0%
s	297	4.5%
i	297	4.5%
C	231	3.5%
Other values (29)	2178	33.0%

Common

Value	Count	Frequency (%)
	462	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6897	97.7%
None	165	2.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	924	13.4%
e	561	8.1%
o	495	7.2%
	462	6.7%
n	429	6.2%
u	429	6.2%
r	429	6.2%
t	330	4.8%
s	297	4.3%
i	297	4.3%
Other values (26)	2244	32.5%

None

Value	Count	Frequency (%)
í	66	40.0%
ó	33	20.0%
é	33	20.0%
á	33	20.0%

Accesos por cada 100 hogares
Real number (ℝ)

Distinct	733
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.907184

Minimum	9.35
Maximum	124.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	9.35
5-th percentile	17.0655
Q1	31.54
median	44.625
Q3	60.575
95-th percentile	93.0445
Maximum	124.06
Range	114.71
Interquartile range (IQR)	29.035

Descriptive statistics

Standard deviation	22.810661
Coefficient of variation (CV)	0.4761428
Kurtosis	0.9392401
Mean	47.907184
Median Absolute Deviation (MAD)	14.145
Skewness	0.938509
Sum	37942.49
Variance	520.32624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.49	5	0.6%
9.71	4	0.5%
46.39	3	0.4%
28.91	3	0.4%
39.15	2	0.3%
55.63	2	0.3%
60.44	2	0.3%
16.7	2	0.3%
45.33	2	0.3%
9.72	2	0.3%
Other values (723)	765	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.35	1	0.1%
9.51	1	0.1%
9.55	1	0.1%
9.59	1	0.1%
9.6	1	0.1%
9.63	1	0.1%
9.64	1	0.1%
9.71	4	0.5%
9.72	2	0.3%
9.79	1	0.1%

Value	Count	Frequency (%)
124.06	1	0.1%
122.9	1	0.1%
121.86	1	0.1%
120.77	1	0.1%
120.63	1	0.1%
120.04	1	0.1%
118.29	1	0.1%
118.13	1	0.1%
116.07	1	0.1%
115.16	1	0.1%

Banda ancha fija
Real number (ℝ)

Distinct	785
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	337853.1

Minimum	12193
Maximum	4549131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	12193
5-th percentile	25361.95
Q1	51371.5
median	100193.5
Q3	171970.5
95-th percentile	1410772.9
Maximum	4549131
Range	4536938
Interquartile range (IQR)	120599

Descriptive statistics

Standard deviation	724801.35
Coefficient of variation (CV)	2.145315
Kurtosis	13.992619
Mean	337853.1
Median Absolute Deviation (MAD)	54730
Skewness	3.691903
Sum	2.6757966 × 10⁸
Variance	5.25337 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12992	3	0.4%
31938	3	0.4%
169274	2	0.3%
33970	2	0.3%
26304	2	0.3%
106934	1	0.1%
51301	1	0.1%
26094	1	0.1%
561470	1	0.1%
35049	1	0.1%
Other values (775)	775	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12193	1	0.1%
12683	1	0.1%
12691	1	0.1%
12788	1	0.1%
12878	1	0.1%
12901	1	0.1%
12902	1	0.1%
12904	1	0.1%
12915	1	0.1%
12939	1	0.1%

Value	Count	Frequency (%)
4549131	1	0.1%
4502772	1	0.1%
4246425	1	0.1%
4127167	1	0.1%
4054936	1	0.1%
4028195	1	0.1%
3950114	1	0.1%
3932211	1	0.1%
3845594	1	0.1%
3772480	1	0.1%

Dial up
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	297
Distinct (%)	37.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1001.9508

Minimum	0
Maximum	15229
Zeros	59
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9.75
median	148
Q3	620
95-th percentile	6688
Maximum	15229
Range	15229
Interquartile range (IQR)	610.25

Descriptive statistics

Standard deviation	2468.1174
Coefficient of variation (CV)	2.4633121
Kurtosis	13.333028
Mean	1001.9508
Median Absolute Deviation (MAD)	147
Skewness	3.6720425
Sum	793545
Variance	6091603.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59	7.4%
1	48	6.1%
3	36	4.5%
2	31	3.9%
13	19	2.4%
18	14	1.8%
619	11	1.4%
12	10	1.3%
148	8	1.0%
9	8	1.0%
Other values (287)	548	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	7.4%
1	48	6.1%
2	31	3.9%
3	36	4.5%
4	4	0.5%
5	3	0.4%
6	1	0.1%
7	7	0.9%
8	1	0.1%
9	8	1.0%

Value	Count	Frequency (%)
15229	1	0.1%
14766	1	0.1%
14144	1	0.1%
14116	1	0.1%
14028	1	0.1%
12711	1	0.1%
12695	1	0.1%
12642	1	0.1%
12612	1	0.1%
12515	1	0.1%

Total_BA_P
Real number (ℝ)

Distinct	783
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	338855.06

Minimum	12557
Maximum	4555424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	12557
5-th percentile	25551.85
Q1	51879
median	100660
Q3	172002.5
95-th percentile	1412697.7
Maximum	4555424
Range	4542867
Interquartile range (IQR)	120123.5

Descriptive statistics

Standard deviation	726760.45
Coefficient of variation (CV)	2.1447532
Kurtosis	13.96188
Mean	338855.06
Median Absolute Deviation (MAD)	54845.5
Skewness	3.6894897
Sum	2.683732 × 10⁸
Variance	5.2818075 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13307	3	0.4%
32557	3	0.4%
13232	2	0.3%
170823	2	0.3%
117903	2	0.3%
34405	2	0.3%
51968	2	0.3%
16930	1	0.1%
70364	1	0.1%
26464	1	0.1%
Other values (773)	773	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12557	1	0.1%
13046	1	0.1%
13055	1	0.1%
13147	1	0.1%
13218	1	0.1%
13219	1	0.1%
13221	1	0.1%
13232	2	0.3%
13256	1	0.1%
13293	1	0.1%

Value	Count	Frequency (%)
4555424	1	0.1%
4509157	1	0.1%
4251609	1	0.1%
4132351	1	0.1%
4060002	1	0.1%
4033261	1	0.1%
3960233	1	0.1%
3937277	1	0.1%
3855698	1	0.1%
3777546	1	0.1%

ADSL
Real number (ℝ)

Distinct	707
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	131682.47

Minimum	7987
Maximum	1586343
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	7987
5-th percentile	11355.95
Q1	22636
median	48884
Q3	107801.25
95-th percentile	451784.3
Maximum	1586343
Range	1578356
Interquartile range (IQR)	85165.25

Descriptive statistics

Standard deviation	261414.97
Coefficient of variation (CV)	1.9851919
Kurtosis	18.635125
Mean	131682.47
Median Absolute Deviation (MAD)	29023
Skewness	4.1714874
Sum	1.0429251 × 10⁸
Variance	6.8337788 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22636	9	1.1%
48670	9	1.1%
11432	9	1.1%
12754	5	0.6%
40072	4	0.5%
8417	4	0.5%
12347	4	0.5%
12853	4	0.5%
40092	3	0.4%
12845	3	0.4%
Other values (697)	738	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7987	1	0.1%
8003	1	0.1%
8175	1	0.1%
8301	1	0.1%
8401	2	0.3%
8417	4	0.5%
8472	1	0.1%
8551	1	0.1%
8553	1	0.1%
8569	1	0.1%

Value	Count	Frequency (%)
1586343	1	0.1%
1585467	1	0.1%
1583560	1	0.1%
1583135	1	0.1%
1581770	1	0.1%
1579448	1	0.1%
1575978	1	0.1%
1574216	1	0.1%
1568881	1	0.1%
1567685	1	0.1%

Cablemodem
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	681
Distinct (%)	86.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	167020.02

Minimum	0
Maximum	2728865
Zeros	14
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	451
Q1	7784
median	34058.5
Q3	68596.75
95-th percentile	1086449.5
Maximum	2728865
Range	2728865
Interquartile range (IQR)	60812.75

Descriptive statistics

Standard deviation	410433.91
Coefficient of variation (CV)	2.4573935
Kurtosis	15.051295
Mean	167020.02
Median Absolute Deviation (MAD)	27372
Skewness	3.7441312
Sum	1.3227986 × 10⁸
Variance	1.6845599 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34984	15	1.9%
451	14	1.8%
0	14	1.8%
13030	13	1.6%
3900	7	0.9%
2722	5	0.6%
4365	4	0.5%
1025	4	0.5%
242	3	0.4%
5068	3	0.4%
Other values (671)	710	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	1.8%
46	1	0.1%
83	1	0.1%
97	3	0.4%
100	1	0.1%
115	1	0.1%
241	2	0.3%
242	3	0.4%
243	2	0.3%
244	1	0.1%

Value	Count	Frequency (%)
2728865	1	0.1%
2706506	1	0.1%
2595485	1	0.1%
2503830	1	0.1%
2452056	1	0.1%
2441248	1	0.1%
2384557	1	0.1%
2244277	1	0.1%
2210349	1	0.1%
2191672	1	0.1%

Fibra óptica
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	550
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24660.528

Minimum	0
Maximum	1242121
Zeros	9
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	127
median	998
Q3	10793.25
95-th percentile	112058.55
Maximum	1242121
Range	1242121
Interquartile range (IQR)	10666.25

Descriptive statistics

Standard deviation	104306.1
Coefficient of variation (CV)	4.2296782
Kurtosis	69.480392
Mean	24660.528
Median Absolute Deviation (MAD)	982.5
Skewness	7.8736253
Sum	19531138
Variance	1.0879762 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	17	2.1%
116	13	1.6%
16	13	1.6%
15	12	1.5%
22	12	1.5%
354	11	1.4%
14	10	1.3%
916	10	1.3%
0	9	1.1%
665	9	1.1%
Other values (540)	676	85.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	1.1%
1	6	0.8%
2	2	0.3%
4	4	0.5%
5	2	0.3%
6	8	1.0%
9	1	0.1%
11	3	0.4%
12	3	0.4%
13	5	0.6%

Value	Count	Frequency (%)
1242121	1	0.1%
1176024	1	0.1%
885613	1	0.1%
854173	1	0.1%
821597	1	0.1%
804991	1	0.1%
749087	1	0.1%
723072	1	0.1%
720688	1	0.1%
669194	1	0.1%

Wireless
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	559
Distinct (%)	70.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9566.2222

Minimum	0
Maximum	126887
Zeros	38
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	251
median	3936.5
Q3	11897.25
95-th percentile	46659.15
Maximum	126887
Range	126887
Interquartile range (IQR)	11646.25

Descriptive statistics

Standard deviation	17114.841
Coefficient of variation (CV)	1.7890909
Kurtosis	14.690973
Mean	9566.2222
Median Absolute Deviation (MAD)	3895.5
Skewness	3.5088686
Sum	7576448
Variance	2.9291778 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	4.8%
1	36	4.5%
5	13	1.6%
2	11	1.4%
52	8	1.0%
1354	7	0.9%
1023	6	0.8%
911	6	0.8%
253	5	0.6%
252	5	0.6%
Other values (549)	657	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	4.8%
1	36	4.5%
2	11	1.4%
3	2	0.3%
5	13	1.6%
6	1	0.1%
7	1	0.1%
8	1	0.1%
13	4	0.5%
14	4	0.5%

Value	Count	Frequency (%)
126887	1	0.1%
125521	1	0.1%
120228	1	0.1%
113546	1	0.1%
98806	1	0.1%
94162	1	0.1%
93444	1	0.1%
91736	1	0.1%
87111	1	0.1%
85572	1	0.1%

Otros_tecno_P
Real number (ℝ)

Distinct	530
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6400.1149

Minimum	13
Maximum	73415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	13
5-th percentile	151.65
Q1	637.5
median	2685
Q3	7377.5
95-th percentile	28641.25
Maximum	73415
Range	73402
Interquartile range (IQR)	6740

Descriptive statistics

Standard deviation	9766.4951
Coefficient of variation (CV)	1.5259875
Kurtosis	11.246938
Mean	6400.1149
Median Absolute Deviation (MAD)	2335
Skewness	2.9778395
Sum	5068891
Variance	95384427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
340	15	1.9%
350	14	1.8%
410	11	1.4%
300	11	1.4%
280	8	1.0%
235	8	1.0%
150	7	0.9%
430	6	0.8%
310	6	0.8%
80	6	0.8%
Other values (520)	700	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.1%
20	1	0.1%
22	1	0.1%
24	1	0.1%
70	1	0.1%
80	6	0.8%
90	4	0.5%
101	1	0.1%
110	1	0.1%
113	2	0.3%

Value	Count	Frequency (%)
73415	1	0.1%
66872	1	0.1%
64554	1	0.1%
57927	1	0.1%
57864	1	0.1%
57547	1	0.1%
57189	1	0.1%
55541	1	0.1%
43622	1	0.1%
43608	1	0.1%

Total_tecno_P
Real number (ℝ)

Distinct	783
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	338855.06

Minimum	12557
Maximum	4555424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	12557
5-th percentile	25551.85
Q1	51879
median	100660
Q3	172002.5
95-th percentile	1412697.7
Maximum	4555424
Range	4542867
Interquartile range (IQR)	120123.5

Descriptive statistics

Standard deviation	726760.45
Coefficient of variation (CV)	2.1447532
Kurtosis	13.96188
Mean	338855.06
Median Absolute Deviation (MAD)	54845.5
Skewness	3.6894897
Sum	2.683732 × 10⁸
Variance	5.2818075 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13307	3	0.4%
32557	3	0.4%
13232	2	0.3%
170823	2	0.3%
117903	2	0.3%
34405	2	0.3%
51968	2	0.3%
16930	1	0.1%
70364	1	0.1%
26464	1	0.1%
Other values (773)	773	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12557	1	0.1%
13046	1	0.1%
13055	1	0.1%
13147	1	0.1%
13218	1	0.1%
13219	1	0.1%
13221	1	0.1%
13232	2	0.3%
13256	1	0.1%
13293	1	0.1%

Value	Count	Frequency (%)
4555424	1	0.1%
4509157	1	0.1%
4251609	1	0.1%
4132351	1	0.1%
4060002	1	0.1%
4033261	1	0.1%
3960233	1	0.1%
3937277	1	0.1%
3855698	1	0.1%
3777546	1	0.1%

Mbps (Media de bajada)
Real number (ℝ)

Distinct	60
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.352273

Minimum	3
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	4
median	6.5
Q3	15
95-th percentile	39
Maximum	88
Range	85
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	12.83685
Coefficient of variation (CV)	1.0392298
Kurtosis	5.8306338
Mean	12.352273
Median Absolute Deviation (MAD)	3.5
Skewness	2.2110624
Sum	9783
Variance	164.78472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	115	14.5%
4	114	14.4%
6	87	11.0%
5	80	10.1%
7	40	5.1%
8	34	4.3%
9	25	3.2%
12	22	2.8%
13	21	2.7%
11	21	2.7%
Other values (50)	233	29.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	115	14.5%
4	114	14.4%
5	80	10.1%
6	87	11.0%
7	40	5.1%
8	34	4.3%
9	25	3.2%
10	19	2.4%
11	21	2.7%
12	22	2.8%

Value	Count	Frequency (%)
88	1	0.1%
83	1	0.1%
78	1	0.1%
73	1	0.1%
68	1	0.1%
67	1	0.1%
64	1	0.1%
63	1	0.1%
60	2	0.3%
59	1	0.1%

Hasta 512 kbps
Real number (ℝ)

Distinct	366
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	125923.96

Minimum	1007
Maximum	998000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	1007
5-th percentile	1526.95
Q1	9364.5
median	48000
Q3	135500
95-th percentile	568000
Maximum	998000
Range	996993
Interquartile range (IQR)	126135.5

Descriptive statistics

Standard deviation	190102.09
Coefficient of variation (CV)	1.5096578
Kurtosis	5.396598
Mean	125923.96
Median Absolute Deviation (MAD)	43489
Skewness	2.2997132
Sum	99731774
Variance	3.6138803 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9000	20	2.5%
15000	16	2.0%
10000	15	1.9%
16000	15	1.9%
18000	14	1.8%
8000	12	1.5%
67000	12	1.5%
26000	11	1.4%
6000	11	1.4%
71000	10	1.3%
Other values (356)	656	82.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1007	1	0.1%
1009	1	0.1%
1010	3	0.4%
1011	1	0.1%
1053	1	0.1%
1058	1	0.1%
1063	1	0.1%
1107	1	0.1%
1110	8	1.0%
1119	1	0.1%

Value	Count	Frequency (%)
998000	1	0.1%
991000	1	0.1%
986000	1	0.1%
973000	1	0.1%
959000	2	0.3%
958000	3	0.4%
852000	1	0.1%
847000	1	0.1%
840000	1	0.1%
791000	1	0.1%

Entre 512 Kbps y 1 Mbps
Real number (ℝ)

Distinct	596
Distinct (%)	75.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97393.794

Minimum	0
Maximum	995000
Zeros	50
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3491.5
median	8894.5
Q3	84000
95-th percentile	554000
Maximum	995000
Range	995000
Interquartile range (IQR)	80508.5

Descriptive statistics

Standard deviation	198510.95
Coefficient of variation (CV)	2.03823
Kurtosis	7.1758007
Mean	97393.794
Median Absolute Deviation (MAD)	7584.5
Skewness	2.7260485
Sum	77135885
Variance	3.9406597 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50	6.3%
1000	12	1.5%
4000	10	1.3%
285000	8	1.0%
97000	8	1.0%
327000	7	0.9%
109000	7	0.9%
909000	6	0.8%
112000	6	0.8%
466000	5	0.6%
Other values (586)	673	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	6.3%
1000	12	1.5%
1027	1	0.1%
1058	1	0.1%
1062	1	0.1%
1077	1	0.1%
1099	1	0.1%
1123	1	0.1%
1164	1	0.1%
1169	1	0.1%

Value	Count	Frequency (%)
995000	1	0.1%
987000	1	0.1%
974000	1	0.1%
940000	2	0.3%
928000	2	0.3%
909000	6	0.8%
908000	1	0.1%
900000	1	0.1%
896000	1	0.1%
894000	1	0.1%

Entre 1 Mbps y 6 Mbps
Real number (ℝ)

Distinct	783
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157162.09

Minimum	3576
Maximum	2299705
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	3576
5-th percentile	12268.3
Q1	29264.75
median	51598
Q3	87976
95-th percentile	863543.05
Maximum	2299705
Range	2296129
Interquartile range (IQR)	58711.25

Descriptive statistics

Standard deviation	357296.3
Coefficient of variation (CV)	2.2734255
Kurtosis	19.748457
Mean	157162.09
Median Absolute Deviation (MAD)	28031.5
Skewness	4.3265613
Sum	1.2447237 × 10⁸
Variance	1.2766065 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14014	3	0.4%
35409	3	0.4%
22409	2	0.3%
58588	2	0.3%
30727	2	0.3%
40285	2	0.3%
28600	2	0.3%
415075	1	0.1%
22246	1	0.1%
87994	1	0.1%
Other values (773)	773	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3576	1	0.1%
4386	1	0.1%
5018	1	0.1%
5312	1	0.1%
5366	1	0.1%
6038	1	0.1%
6755	1	0.1%
7219	1	0.1%
7423	1	0.1%
8276	1	0.1%

Value	Count	Frequency (%)
2299705	1	0.1%
2288772	1	0.1%
2281524	1	0.1%
2279875	1	0.1%
2267852	1	0.1%
2266948	1	0.1%
2253197	1	0.1%
2250898	1	0.1%
2250445	1	0.1%
2214760	1	0.1%

Entre 6 Mbps y 10 Mbps
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	709
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72779.756

Minimum	0
Maximum	917000
Zeros	38
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1000
Q1	5186.75
median	19966
Q3	63170.25
95-th percentile	325915.8
Maximum	917000
Range	917000
Interquartile range (IQR)	57983.5

Descriptive statistics

Standard deviation	143431.38
Coefficient of variation (CV)	1.9707593
Kurtosis	12.961731
Mean	72779.756
Median Absolute Deviation (MAD)	16770
Skewness	3.4420732
Sum	57641567
Variance	2.0572561 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	4.8%
2000	12	1.5%
1000	4	0.5%
11000	4	0.5%
655000	3	0.4%
15000	3	0.4%
1337	2	0.3%
2867	2	0.3%
14101	2	0.3%
31000	2	0.3%
Other values (699)	720	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	4.8%
1000	4	0.5%
1034	1	0.1%
1066	1	0.1%
1133	1	0.1%
1165	1	0.1%
1227	1	0.1%
1311	1	0.1%
1314	1	0.1%
1321	1	0.1%

Value	Count	Frequency (%)
917000	1	0.1%
902000	1	0.1%
858000	1	0.1%
855000	1	0.1%
849000	1	0.1%
792000	1	0.1%
784000	1	0.1%
779000	1	0.1%
778000	1	0.1%
775000	1	0.1%

Entre 10 Mbps y 20 Mbps
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	678
Distinct (%)	85.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82715.126

Minimum	0
Maximum	978000
Zeros	71
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4582.25
median	14852
Q3	56480
95-th percentile	524197
Maximum	978000
Range	978000
Interquartile range (IQR)	51897.75

Descriptive statistics

Standard deviation	174830.17
Coefficient of variation (CV)	2.1136421
Kurtosis	9.4745775
Mean	82715.126
Median Absolute Deviation (MAD)	12692.5
Skewness	3.0747897
Sum	65510380
Variance	3.056559 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	9.0%
1000	5	0.6%
5000	4	0.5%
119000	3	0.4%
10000	3	0.4%
100000	3	0.4%
531000	2	0.3%
641000	2	0.3%
111000	2	0.3%
22910	2	0.3%
Other values (668)	695	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	9.0%
1000	5	0.6%
1061	1	0.1%
1062	1	0.1%
1076	1	0.1%
1085	1	0.1%
1162	1	0.1%
1172	1	0.1%
1202	1	0.1%
1203	1	0.1%

Value	Count	Frequency (%)
978000	1	0.1%
966000	1	0.1%
965000	1	0.1%
958000	1	0.1%
956000	1	0.1%
920000	1	0.1%
888000	1	0.1%
886678	1	0.1%
878000	1	0.1%
832000	1	0.1%

Entre 20 Mbps y 30 Mbps
Real number (ℝ)

Distinct	540
Distinct (%)	68.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100582.82

Minimum	0
Maximum	997000
Zeros	104
Zeros (%)	13.1%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2000
median	10402
Q3	65540.25
95-th percentile	623000
Maximum	997000
Range	997000
Interquartile range (IQR)	63540.25

Descriptive statistics

Standard deviation	207784.23
Coefficient of variation (CV)	2.0658025
Kurtosis	6.1517716
Mean	100582.82
Median Absolute Deviation (MAD)	10402
Skewness	2.6103235
Sum	79661590
Variance	4.3174286 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	13.1%
1000	24	3.0%
5000	18	2.3%
2000	13	1.6%
3000	8	1.0%
4000	7	0.9%
22000	5	0.6%
29000	5	0.6%
17000	4	0.5%
41000	4	0.5%
Other values (530)	600	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	13.1%
1000	24	3.0%
1032	1	0.1%
1033	1	0.1%
1068	1	0.1%
1073	1	0.1%
1084	1	0.1%
1091	1	0.1%
1135	1	0.1%
1136	1	0.1%

Value	Count	Frequency (%)
997000	1	0.1%
991000	1	0.1%
979000	1	0.1%
977000	1	0.1%
969000	1	0.1%
964000	1	0.1%
961000	1	0.1%
949093	1	0.1%
941000	1	0.1%
899000	1	0.1%

Más de 30 Mbps
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	503
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66633.418

Minimum	0
Maximum	3381049
Zeros	112
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	618.5
Q3	13928.25
95-th percentile	248442.2
Maximum	3381049
Range	3381049
Interquartile range (IQR)	13924.25

Descriptive statistics

Standard deviation	298076.55
Coefficient of variation (CV)	4.4733793
Kurtosis	58.297456
Mean	66633.418
Median Absolute Deviation (MAD)	618.5
Skewness	7.1200483
Sum	52773667
Variance	8.8849631 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	112	14.1%
2	39	4.9%
1	19	2.4%
3	15	1.9%
4	14	1.8%
10	13	1.6%
5	9	1.1%
22	8	1.0%
9	7	0.9%
7	6	0.8%
Other values (493)	550	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	14.1%
1	19	2.4%
2	39	4.9%
3	15	1.9%
4	14	1.8%
5	9	1.1%
6	1	0.1%
7	6	0.8%
8	5	0.6%
9	7	0.9%

Value	Count	Frequency (%)
3381049	1	0.1%
3259793	1	0.1%
2482266	1	0.1%
2337604	1	0.1%
2246313	1	0.1%
2176242	1	0.1%
2085815	1	0.1%
1894466	1	0.1%
1802583	1	0.1%
1465133	1	0.1%

Otros_velo_rango_P
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	255
Distinct (%)	32.4%
Missing	6
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	26008.611

Minimum	-1945
Maximum	898000
Zeros	449
Zeros (%)	56.7%
Negative	2
Negative (%)	0.3%
Memory size	6.3 KiB

Quantile statistics

Minimum	-1945
5-th percentile	0
Q1	0
median	0
Q3	6433
95-th percentile	91500
Maximum	898000
Range	899945
Interquartile range (IQR)	6433

Descriptive statistics

Standard deviation	113774.69
Coefficient of variation (CV)	4.3745008
Kurtosis	33.984303
Mean	26008.611
Median Absolute Deviation (MAD)	0
Skewness	5.792076
Sum	20442768
Variance	1.294468 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	449	56.7%
2151	8	1.0%
1035	6	0.8%
6105	6	0.8%
698000	4	0.5%
3719	4	0.5%
4500	4	0.5%
1618	4	0.5%
100000	4	0.5%
4779	3	0.4%
Other values (245)	294	37.1%
(Missing)	6	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1945	1	0.1%
-1000	1	0.1%
0	449	56.7%
1000	2	0.3%
1035	6	0.8%
1123	1	0.1%
1305	2	0.3%
1313	1	0.1%
1483	1	0.1%
1492	1	0.1%

Value	Count	Frequency (%)
898000	1	0.1%
895000	1	0.1%
833000	1	0.1%
803000	1	0.1%
793000	1	0.1%
792000	1	0.1%
758000	1	0.1%
735000	2	0.3%
698000	4	0.5%
687000	1	0.1%

Total_velo_rango_P
Real number (ℝ)

Distinct	787
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	336995.94

Minimum	12406
Maximum	4555424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.3 KiB

Quantile statistics

Minimum	12406
5-th percentile	25603.3
Q1	51852
median	100876.5
Q3	175246
95-th percentile	1412697.7
Maximum	4555424
Range	4543018
Interquartile range (IQR)	123394

Descriptive statistics

Standard deviation	721714.88
Coefficient of variation (CV)	2.141613
Kurtosis	14.229921
Mean	336995.94
Median Absolute Deviation (MAD)	55244.5
Skewness	3.7153506
Sum	2.6690078 × 10⁸
Variance	5.2087237 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14029	3	0.4%
35710	3	0.4%
33772	2	0.3%
4555424	1	0.1%
106947	1	0.1%
32013	1	0.1%
561542	1	0.1%
35054	1	0.1%
151631	1	0.1%
3121140	1	0.1%
Other values (777)	777	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12406	1	0.1%
12557	1	0.1%
12741	1	0.1%
13040	1	0.1%
13055	1	0.1%
13147	1	0.1%
13220	1	0.1%
13302	1	0.1%
13488	1	0.1%
13660	1	0.1%

Value	Count	Frequency (%)
4555424	1	0.1%
4509157	1	0.1%
4251609	1	0.1%
4132351	1	0.1%
4060002	1	0.1%
4033261	1	0.1%
3971683	1	0.1%
3937277	1	0.1%
3870807	1	0.1%
3777546	1	0.1%

Auto

Heatmap
Table

	Año	Accesos por cada 100 hogares	Banda ancha fija	Dial up	Total_BA_P	ADSL	Cablemodem	Fibra óptica	Wireless	Otros_tecno_P	Total_tecno_P	Mbps (Media de bajada)	Hasta 512 kbps	Entre 512 Kbps y 1 Mbps	Entre 1 Mbps y 6 Mbps	Entre 6 Mbps y 10 Mbps	Entre 10 Mbps y 20 Mbps	Entre 20 Mbps y 30 Mbps	Más de 30 Mbps	Otros_velo_rango_P	Total_velo_rango_P	Trimestre	Provincia
Año	1.000	0.460	0.286	-0.201	0.284	-0.117	0.406	0.487	0.458	0.369	0.284	0.868	0.310	-0.008	-0.090	0.142	0.152	0.325	0.691	0.740	0.286	0.133	0.000
Accesos por cada 100 hogares	0.460	1.000	0.611	0.421	0.613	0.241	0.686	0.625	0.544	0.555	0.613	0.480	0.182	0.158	0.476	0.380	0.327	0.287	0.613	0.444	0.610	0.000	0.542
Banda ancha fija	0.286	0.611	1.000	0.291	1.000	0.819	0.833	0.680	0.548	0.541	1.000	0.502	0.206	0.215	0.794	0.685	0.550	0.333	0.729	0.313	0.999	0.000	0.577
Dial up	-0.201	0.421	0.291	1.000	0.298	0.300	0.165	0.393	0.349	0.384	0.298	-0.239	-0.037	0.142	0.576	0.236	0.105	-0.106	-0.004	-0.077	0.299	0.000	0.414
Total_BA_P	0.284	0.613	1.000	0.298	1.000	0.819	0.832	0.682	0.551	0.543	1.000	0.499	0.206	0.215	0.797	0.686	0.548	0.330	0.728	0.312	0.999	0.000	0.620
ADSL	-0.117	0.241	0.819	0.300	0.819	1.000	0.557	0.435	0.225	0.308	0.819	0.157	0.058	0.185	0.831	0.638	0.450	0.180	0.428	-0.032	0.821	0.000	0.486
Cablemodem	0.406	0.686	0.833	0.165	0.832	0.557	1.000	0.677	0.549	0.469	0.832	0.564	0.194	0.183	0.623	0.601	0.512	0.398	0.813	0.381	0.828	0.000	0.500
Fibra óptica	0.487	0.625	0.680	0.393	0.682	0.435	0.677	1.000	0.670	0.601	0.682	0.535	0.289	0.255	0.525	0.516	0.430	0.179	0.751	0.448	0.684	0.000	0.235
Wireless	0.458	0.544	0.548	0.349	0.551	0.225	0.549	0.670	1.000	0.567	0.551	0.441	0.216	0.097	0.443	0.397	0.293	0.187	0.550	0.496	0.548	0.000	0.340
Otros_tecno_P	0.369	0.555	0.541	0.384	0.543	0.308	0.469	0.601	0.567	1.000	0.543	0.388	0.202	0.218	0.392	0.337	0.299	0.230	0.506	0.494	0.543	0.000	0.347
Total_tecno_P	0.284	0.613	1.000	0.298	1.000	0.819	0.832	0.682	0.551	0.543	1.000	0.499	0.206	0.215	0.797	0.686	0.548	0.330	0.728	0.312	0.999	0.000	0.620
Mbps (Media de bajada)	0.868	0.480	0.502	-0.239	0.499	0.157	0.564	0.535	0.441	0.388	0.499	1.000	0.265	-0.022	0.036	0.297	0.311	0.414	0.859	0.692	0.498	0.000	0.198
Hasta 512 kbps	0.310	0.182	0.206	-0.037	0.206	0.058	0.194	0.289	0.216	0.202	0.206	0.265	1.000	0.060	0.108	0.184	0.124	0.111	0.220	0.269	0.214	0.000	0.313
Entre 512 Kbps y 1 Mbps	-0.008	0.158	0.215	0.142	0.215	0.185	0.183	0.255	0.097	0.218	0.215	-0.022	0.060	1.000	0.224	0.151	0.167	-0.035	0.098	0.050	0.222	0.000	0.270
Entre 1 Mbps y 6 Mbps	-0.090	0.476	0.794	0.576	0.797	0.831	0.623	0.525	0.443	0.392	0.797	0.036	0.108	0.224	1.000	0.620	0.371	0.157	0.378	-0.005	0.799	0.000	0.408
Entre 6 Mbps y 10 Mbps	0.142	0.380	0.685	0.236	0.686	0.638	0.601	0.516	0.397	0.337	0.686	0.297	0.184	0.151	0.620	1.000	0.484	0.306	0.496	0.133	0.682	0.000	0.317
Entre 10 Mbps y 20 Mbps	0.152	0.327	0.550	0.105	0.548	0.450	0.512	0.430	0.293	0.299	0.548	0.311	0.124	0.167	0.371	0.484	1.000	0.231	0.450	0.200	0.545	0.000	0.209
Entre 20 Mbps y 30 Mbps	0.325	0.287	0.333	-0.106	0.330	0.180	0.398	0.179	0.187	0.230	0.330	0.414	0.111	-0.035	0.157	0.306	0.231	1.000	0.410	0.266	0.322	0.000	0.191
Más de 30 Mbps	0.691	0.613	0.729	-0.004	0.728	0.428	0.813	0.751	0.550	0.506	0.728	0.859	0.220	0.098	0.378	0.496	0.450	0.410	1.000	0.564	0.725	0.000	0.241
Otros_velo_rango_P	0.740	0.444	0.313	-0.077	0.312	-0.032	0.381	0.448	0.496	0.494	0.312	0.692	0.269	0.050	-0.005	0.133	0.200	0.266	0.564	1.000	0.313	0.000	0.153
Total_velo_rango_P	0.286	0.610	0.999	0.299	0.999	0.821	0.828	0.684	0.548	0.543	0.999	0.498	0.214	0.222	0.799	0.682	0.545	0.322	0.725	0.313	1.000	0.000	0.576
Trimestre	0.133	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
Provincia	0.000	0.542	0.577	0.414	0.620	0.486	0.500	0.235	0.340	0.347	0.620	0.198	0.313	0.270	0.408	0.317	0.209	0.191	0.241	0.153	0.576	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Año	Trimestre	Provincia	Accesos por cada 100 hogares	Banda ancha fija	Dial up	Total_BA_P	ADSL	Cablemodem	Fibra óptica	Wireless	Otros_tecno_P	Total_tecno_P	Mbps (Media de bajada)	Hasta 512 kbps	Entre 512 Kbps y 1 Mbps	Entre 1 Mbps y 6 Mbps	Entre 6 Mbps y 10 Mbps	Entre 10 Mbps y 20 Mbps	Entre 20 Mbps y 30 Mbps	Más de 30 Mbps	Otros_velo_rango_P	Total_velo_rango_P
0	2022	1	Buenos Aires	76.08	4549131	6293	4555424	392045	2728865	1242121	125521	66872	4555424	63.0	31591.0	30056.0	313382.0	321756.0	290127.0	161183.0	3381049.0	26280.0	4555424.0
1	2022	1	Capital Federal	111.80	1415378	2163	1417541	102290	1217225	62308	5784	29934	1417541	88.0	527000.0	5575.0	39918.0	77390.0	61053.0	43289.0	1188072.0	1717.0	1417541.0
2	2022	1	Catamarca	58.21	62377	1	62378	14181	15517	29118	1328	2234	62378	51.0	71000.0	456000.0	4386.0	7009.0	8773.0	3761.0	35715.0	2207.0	62378.0
3	2022	1	Chaco	44.06	144114	5	144119	32391	64546	36662	8164	2356	144119	46.0	461000.0	1099.0	16888.0	21235.0	20898.0	13012.0	62946.0	7580.0	144119.0
4	2022	1	Chubut	88.05	170701	927	171628	44133	66667	9184	30592	21052	171628	13.0	113000.0	1677.0	61369.0	31856.0	33080.0	13871.0	14055.0	15607.0	171628.0
5	2022	1	Córdoba	85.76	1003729	74	1003803	195610	501799	235838	60843	9713	1003803	50.0	100000.0	12782.0	165922.0	126009.0	73967.0	34892.0	577027.0	13104.0	1003803.0
6	2022	1	Corrientes	47.64	142574	4	142578	40462	79093	10875	6774	5374	142578	38.0	67000.0	4029.0	24563.0	25665.0	27077.0	10452.0	43631.0	7094.0	142578.0
7	2022	1	Entre Ríos	63.70	267904	22	267926	67159	138986	23091	26098	12592	267926	36.0	107000.0	5745.0	50075.0	49620.0	42294.0	21578.0	81757.0	16750.0	267926.0
8	2022	1	Formosa	34.96	54548	0	54548	16397	15927	5146	16876	2020	54548	30.0	97000.0	448000.0	24113.0	6945.0	6613.0	716000.0	15028.0	588000.0	54548.0
9	2022	1	Jujuy	58.06	116509	0	116509	21307	60616	25949	4662	3975	116509	28.0	58000.0	1761.0	22141.0	16321.0	37923.0	576000.0	35287.0	2442.0	116509.0

	Año	Trimestre	Provincia	Accesos por cada 100 hogares	Banda ancha fija	Dial up	Total_BA_P	ADSL	Cablemodem	Fibra óptica	Wireless	Otros_tecno_P	Total_tecno_P	Mbps (Media de bajada)	Hasta 512 kbps	Entre 512 Kbps y 1 Mbps	Entre 1 Mbps y 6 Mbps	Entre 6 Mbps y 10 Mbps	Entre 10 Mbps y 20 Mbps	Entre 20 Mbps y 30 Mbps	Más de 30 Mbps	Total_velo_rango_P
782	2014	1	Neuquén	49.79	88077	2303	90380	47790	28161	997	10381	3051	90380	4.0	4133.0	987000.0	77148.0	84000.0	1582.0	2000.0	22.0	83958.0
783	2014	1	Río Negro	44.91	93909	1157	95066	64886	24156	876	3576	1572	95066	3.0	4670.0	4618.0	84304.0	73000.0	1062.0	1000.0	8.0	94736.0
784	2014	1	Salta	28.70	91265	25	91290	73131	17538	45	8	5680	91290	3.0	53000.0	19677.0	64061.0	7192.0	314000.0	0.0	0.0	91297.0
785	2014	1	San Juan	27.60	50543	755	51298	48161	434	722	808	1173	51298	3.0	531000.0	2000.0	51056.0	0.0	0.0	0.0	0.0	51589.0
786	2014	1	San Luis	9.35	12193	364	12557	11306	428	354	21	4480	12557	4.0	7000.0	3000.0	12544.0	0.0	1000.0	0.0	2.0	12557.0
787	2014	1	Santa Cruz	28.94	26304	460	26764	18927	100	381	4092	3264	26764	3.0	161000.0	1625.0	24972.0	1000.0	1000.0	0.0	0.0	26760.0
788	2014	1	Santa Fe	47.85	506000	612	506612	322662	174296	3059	5951	6440	506612	3.0	8456.0	124468.0	345225.0	20328.0	6845.0	23000.0	668.0	506013.0
789	2014	1	Santiago Del Estero	16.31	37124	9	37133	32567	3598	19	915	340	37133	3.0	1234.0	10531.0	22817.0	2422.0	109000.0	0.0	0.0	37113.0
790	2014	1	Tierra Del Fuego	63.97	27272	766	28038	21618	2837	648	1	2934	28038	3.0	12000.0	607000.0	30902.0	6000.0	0.0	0.0	0.0	31527.0
791	2014	1	Tucumán	33.42	129944	88	130032	129717	83	121	13	980	130032	3.0	6000.0	34672.0	83210.0	11779.0	362000.0	3000.0	0.0	130032.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Interactions

Correlations

Missing values

Sample